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Dermtrainer: A Decision Support System for Dermatological Diseases
July 01, 2019 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Gernot Salzer, Agata Ciabattoni, Christian FermΓΌller, Martin Haiduk, Harald Kittler, Arno Lukas, Rosa MarΓa RodrΓguez DomΓnguez, Antonia Wesinger, Elisabeth Riedl
arXiv ID
1907.00635
Category
cs.IR: Information Retrieval
Citations
1
Venue
arXiv.org
Last Checked
4 months ago
Abstract
Dermtrainer is a medical decision support system that assists general practitioners in diagnosing skin diseases and serves as a training platform for dermatologists. Its key components are a comprehensive dermatological knowledge base, a clinical algorithm for diagnosing skin diseases, a reasoning component for deducing the most likely differential diagnoses for a patient, and a library of high-quality images. This report describes the technical components of the system, in particular the ranking algorithm for retrieving appropriate diseases as diagnoses.
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